Agents Assemble Hackathon

Vigil

The world's first scalable parallel, FHIR-native diagnostic orchestration engine. Built for the most complex cases in modern medicine. Powered by Google's A2A Protocol and SHARP.

15+ Specialist Agents
Zero Latency Orchestration
100% HIPAA Aligned Architecture
Cloud Run Serverless Native - Scales To Zero
Platform Layer — Po (Prompt Opinion)
Clinical Context

Any Provider on the Prompt Opinion ecosystem identifies a complex, multi-systemic case that requires deep diagnostic reasoning.

FHIR Record Available
A2A Invocation

Vigil is called via the A2A protocol, receiving the SHARP context (FHIR URL, Token, Patient ID) as an authenticated metadata extension.

Sub-Second Handshake
Orchestration Layer Google Cloud Run
Triage Router

High-speed analysis of the patient record to determine which specialist domains should be activated for analysis.

Parallel Dispatcher

Fires simultaneous requests to all selected agents. Architecture is modular, meaning zero-degradation if one agent fails.

High-Concurrency Fan-Out
Reasoning Layer — Specialists Auto-Scaling
Massively Scalable

Consults from 15 specialist agents currently deployed. Vigil's architecture can support **hundreds of clinical specialist agents** running in parallel.

Peer Reviewed Grounding
POTS
POTS
Est. Prevalence:~70 million globally
Diag. Delay:5–7 years
Misdiagnosis:Anxiety, panic disorder, dehydration, anorexia
MCAS
MCAS
Est. Prevalence:~14–17% of population
Diag. Delay:5–10 years
Misdiagnosis:Allergies, IBS, anxiety, fibromyalgia, lupus
CIRS
CIRS
Est. Prevalence:~25% genetic susceptibility
Diag. Delay:Often a lifetime
Misdiagnosis:Fibromyalgia, ME/CFS, depression, anxiety, PTSD
Endometriosis
Endometriosis
Est. Prevalence:~190 million (~10% of women)
Diag. Delay:7–10 years
Misdiagnosis:IBS, IC, PID, ovarian cysts, anxiety
Autoimmune Thyroid
Autoimmune Thyroid
Est. Prevalence:~200–300 million
Diag. Delay:5–10 years
Misdiagnosis:Depression, anxiety, menopause, CFS, fibromyalgia
Adenomyosis
Adenomyosis
Est. Prevalence:~20–35% of women (~100M+)
Diag. Delay:Often lifelong
Misdiagnosis:Endometriosis, fibroids, IBS, PID, anxiety
Fibromyalgia
Fibromyalgia
Est. Prevalence:~100–200 million (2–4%)
Diag. Delay:5 years average
Misdiagnosis:Depression, anxiety, RA, lupus, MS, psychosomatic
PMDD
PMDD
Est. Prevalence:~40 million (5–8% of women)
Diag. Delay:5–12 years
Misdiagnosis:Bipolar, BPD, depression, anxiety, ADHD, PMS
Pelvic Congestion (PCS)
Pelvic Congestion (PCS)
Est. Prevalence:~15% of women (~60 million)
Diag. Delay:Often a lifetime
Misdiagnosis:Endometriosis, IBS, IC, ovarian cysts, anxiety
IC/BPS
IC/BPS
Est. Prevalence:~30 million globally
Diag. Delay:5–7 years
Misdiagnosis:Recurrent UTI, overactive bladder, endometriosis
Long COVID
Long COVID
Est. Prevalence:~65 million globally
Diag. Delay:Emerging; often dismissed
Misdiagnosis:Anxiety, depression, deconditioning, psychosomatic
ME/CFS
ME/CFS
Est. Prevalence:~17–65 million
Diag. Delay:5–7 years
Misdiagnosis:Depression, anxiety, deconditioning, fibromyalgia
Lupus (SLE)
Lupus (SLE)
Est. Prevalence:~5 million (72.8/100,000)
Diag. Delay:6 years average
Misdiagnosis:RA, fibromyalgia, MS, Sjögren's, depression
Sjögren's
Sjögren's
Est. Prevalence:~35 million globally
Diag. Delay:7–9 years
Misdiagnosis:Depression, lupus, RA, fibromyalgia, anxiety
Ehlers-Danlos (EDS)
Ehlers-Danlos (EDS)
Est. Prevalence:~1 in 500 (hEDS)
Diag. Delay:10–12 years average
Misdiagnosis:Hypochondria, "just flexible," fibromyalgia, anxiety
Specialist N
Scalable Slots
Status:Ready for Deployment
Infrastructure:Auto-scales to zero
Specialist N+1
Scalable Slots
Status:Parallel Execution Ready
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Scalable Slots
Status:Distributed Reasoning
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Scalable Slots
Status:Massive Parallelism
Hundreds More
Scalable Architecture
Status:Hundreds of specialists can run in parallel
Consensus & Synthesis
Evidence Merger

Integrates inputs from all specialists, performing cross-agent signal verification and identifying diagnostic overlaps.

Peer Review Council (Diversifiable Via LiteLLM)

Final verification layer. Flags psychosomatisation bias and audits evidence integrity before finalising the differential.

Consensus Verified
Compliance & Output
EHR Integration

Vigil creates a FHIR Task in the patient's record, ensuring a permanent, attributable audit trail of the diagnostic reasoning.

Authorised Outreach

If authorised, a Voice Agent (Twilio/WebSocket) initiates a conversational diagnostic session to bridge the clinical gap using the patient's specific clinical context.

Gated by Authorisation